He found himself avoiding familiar places. The coffee shop where he and Mr. Ellis, his acting coach, used to rehearse scenes felt too crowded, too bright. He felt a constant knot in his stomach. The news had arrived via a curt email, "Moving on. Best of luck." It felt like a betrayal. They had worked together for years.

He wandered aimlessly through the city. He felt lost, adrift in a sea of indifference. The city sounds seemed to pierce him. He couldn’t shake the feeling that he’d done something wrong, that he was somehow responsible for the silence. The world seemed to have lost its colour.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307